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Methods
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General
Attention
130 methods
44208 papers with code
Attention Mechanisms
85 methods
25519 papers with code
Activation Functions
80 methods
36473 papers with code
Stochastic Optimization
72 methods
26242 papers with code
Regularization
62 methods
58939 papers with code
See all 134 categories
Computer Vision
Convolutional Neural Networks
124 methods
6272 papers with code
Generative Models
101 methods
9743 papers with code
Image Model Blocks
93 methods
7940 papers with code
Object Detection Models
73 methods
2803 papers with code
Image Feature Extractors
62 methods
187 papers with code
See all 126 categories
Natural Language Processing
Language Models
141 methods
44561 papers with code
Transformers
95 methods
36955 papers with code
Word Embeddings
21 methods
894 papers with code
Sentence Embeddings
8 methods
205 papers with code
Attention Patterns
8 methods
3805 papers with code
See all 48 categories
Reinforcement Learning
Policy Gradient Methods
24 methods
1630 papers with code
Off-Policy TD Control
17 methods
1891 papers with code
Reinforcement Learning Frameworks
13 methods
289 papers with code
Q-Learning Networks
11 methods
618 papers with code
Heuristic Search Algorithms
9 methods
409 papers with code
See all 28 categories
Audio
Generative Audio Models
17 methods
382 papers with code
Audio Model Blocks
14 methods
79 papers with code
Text-to-Speech Models
12 methods
141 papers with code
Speech Separation Models
6 methods
45 papers with code
Speech Recognition
4 methods
43 papers with code
See all 13 categories
Sequential
Recurrent Neural Networks
41 methods
9120 papers with code
Sequence To Sequence Models
22 methods
2604 papers with code
Time Series Analysis
11 methods
880 papers with code
Temporal Convolutions
8 methods
269 papers with code
Bidirectional Recurrent Neural Networks
6 methods
745 papers with code
See all 11 categories
Graphs
Graph Models
66 methods
2307 papers with code
Graph Embeddings
44 methods
1186 papers with code
Graph Representation Learning
17 methods
8592 papers with code
Graph Data Augmentation
2 methods
1 papers with code
